Mar 15–18, 2020

Schedule: AI Focus: Deep Learning sessions

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11:00am12:30pm Wednesday, March 18, 2020
Location: 210 D/H
Lukas Biewald (Weights & Biases)
Join expert Lukas Biewald to learn how to build and augment a convolutional neural network (CNN) using Keras. Along the way, you’ll explore common issues and bugs that are often glossed over in other courses, as well as some useful approaches to troubleshooting. You can’t become a deep learning expert in a day, but you'll leave able to build and deploy useful real-world CNNs Read more.
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1:45pm2:25pm Wednesday, March 18, 2020
Location: LL20D
Nicola Corradi (DataVisor)
Fraudulent attacks such as application fraud, fake reviews, and promotion abuse have to automate the generation of user content to scale; this creates latent patterns shared among the coordinated malicious accounts. Nicola Corradi digs into a deep learning model to detect such patterns for the identification of coordinated content abuse attacks on social, ecommerce, financial platforms, and more. Read more.
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4:15pm4:55pm Wednesday, March 18, 2020
Location: 210 F
Luyang Wang (Restaurant Brands International), Jiao(Jennie) Wang (Intel)
Lu Wang and Jennie Wang explain how to build a real-time menu recommendation system to leverage attention networks using Spark, Analytics Zoo, and MXNet in the cloud. You'll learn how to deploy the model and serve the real-time recommendation using both cloud and on-device infrastructure on Burger King’s production environment. Read more.

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